## ----echo=FALSE,eval=FALSE---------------------------------------------------- # options(width=60) ## ----eval=FALSE--------------------------------------------------------------- # partypref <- matrix(data=c(114, 10, 53,224,134,9,42,226,114,8,23,174,339,30,13, # 414,42,5,44,161,88,10, 60,171,90,8,31,168,413,23,14,375), nrow=8, byrow=TRUE) # # # partydat<-data.frame( # party=c(rep("CDU",sum(partypref[,1])),rep("SPD",sum(partypref[,4])), # rep("The Liberals",sum(partypref[,2])),rep("The Greens",sum(partypref[,3]))), # sex=c(rep(0,sum(partypref[1:4,1])),rep(1,sum(partypref[5:8,1])), # rep(0,sum(partypref[1:4,4])),rep(1,sum(partypref[5:8,4])), # rep(0,sum(partypref[1:4,2])),rep(1,sum(partypref[5:8,2])), # rep(0,sum(partypref[1:4,3])),rep(1,sum(partypref[5:8,3]))), # age=c(rep(c(1:4,1:4), partypref[,1]),rep(c(1:4,1:4), partypref[,4]), # rep(c(1:4,1:4), partypref[,2]),rep(c(1:4,1:4), partypref[,3]))) # ## ----eval=FALSE--------------------------------------------------------------- # library(nnet) ## ----eval=FALSE--------------------------------------------------------------- # datmat<-as.matrix(table(partydat$sex,partydat$party)) # tparty<-data.frame("CDU"=datmat[,1],"SPD"=datmat[,2],"Green"=datmat[,3], # "Liberals"=datmat[,4],"sex"=0:1) # tparty # # logitParty <- multinom(cbind(CDU,SPD,Green,Liberals)~sex, data=tparty) # # summary(logitParty) # exp(coef(logitParty)) ## ----eval=FALSE--------------------------------------------------------------- # coefSPD <- matrix(data = c(-coefficients(logitParty)[3,1], # coefficients(logitParty)[1,1] - coefficients(logitParty)[3,1], # coefficients(logitParty)[2,1] - coefficients(logitParty)[3,1], # -coefficients(logitParty)[3,2], # coefficients(logitParty)[1,2] - coefficients(logitParty)[3,2], # coefficients(logitParty)[2,2] - coefficients(logitParty)[3,2]), # nrow=3, ncol=2) # # coefSPD # # exp(coefSPD)